Backstepping quasi-continuous high-order sliding mode control for a Takagi-Sugeno fuzzy system with an application for a two-link robot control

被引:24
|
作者
Van, Mien [1 ]
Kang, Hee-Jun [2 ]
Shin, Kyoo-Sik [3 ]
机构
[1] Univ Ulsan, Dept Elect Engn, Ulsan 680749, South Korea
[2] Univ Ulsan, Sch Elect Engn, Ulsan 680749, South Korea
[3] Hanyang Univ, Dept Mech Engn, Ansan, South Korea
关键词
Backstepping control; sliding mode control; quasi-continuous high-order sliding mode; Takagi-Sugeno (T-S) fuzzy model; robot manipulators; INDUCTION-MOTOR DRIVE; OUTPUT-FEEDBACK CONTROL; NONLINEAR-SYSTEMS; STABILITY ANALYSIS; DESIGN; OBSERVER; IDENTIFICATION; STABILIZATION;
D O I
10.1177/0954406213508936
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A new control scheme is proposed for motion tracking of a Takagi-Sugeno fuzzy system using the backstepping quasi-continuous high-order sliding mode (HOSM) control technique. First, a Takagi-Sugeno fuzzy model is used to represent the original second-order nonlinear system; most of the parameters for this model can be computed offline. Next, a conventional backstepping sliding mode control (BSMC) is designed to stabilize and guarantee the exact motion tracking for the Takagi-Sugeno fuzzy system. However, use of the conventional sliding mode control generates significant chattering. Therefore, a quasi-continuous second-order sliding mode (QC2S) control is employed to reduce chattering and obtain higher tracking precision, resulting in a backstepping quasi-continuous second-order sliding mode (BQC2S) control law. Combining the Takagi-Sugeno fuzzy model with the BQC2S controller results in a controller scheme that preserves the advantages of both techniques, such as the low online computational burden of the Takagi-Sugeno fuzzy model, and the low chattering, robustness, and fast transient response of the BQC2S controller. Finally, the proposed controller is used to control a two-link robot manipulator and is compared with the existing approaches. Simulation results are presented to demonstrate the effectiveness of the proposed methodology.
引用
收藏
页码:1488 / 1500
页数:13
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